Measurement of gene amplifications related to drug resistance in Plasmodium falciparum using droplet digital PCR

Abstract Background Copy number variations (CNVs) of the Plasmodium falciparum multidrug resistance 1 (pfmdr1), P. falciparum plasmepsin2 (pfplasmepsin2) and P. falciparum GTP cyclohydrolase 1 (pfgch1) genes are associated with anti-malarial drug resistance in P. falciparum malaria. Droplet digital...

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Main Authors: Suttipat Srisutham, Kanokon Suwannasin, Rungniran Sugaram, Arjen M. Dondorp, Mallika Imwong
Format: Article
Language:English
Published: BMC 2021-02-01
Series:Malaria Journal
Subjects:
Online Access:https://doi.org/10.1186/s12936-021-03659-5
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spelling doaj-201b357b4fef43bda1681bc59fc0c1b02021-03-11T12:48:35ZengBMCMalaria Journal1475-28752021-02-0120111210.1186/s12936-021-03659-5Measurement of gene amplifications related to drug resistance in Plasmodium falciparum using droplet digital PCRSuttipat Srisutham0Kanokon Suwannasin1Rungniran Sugaram2Arjen M. Dondorp3Mallika Imwong4Department of Clinical Microscopy, Faculty of Allied Health Sciences, Chulalongkorn UniversityMahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol UniversityDivision of Vector Borne Diseases, Department of Disease Control, Ministry of Public HealthMahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol UniversityMahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol UniversityAbstract Background Copy number variations (CNVs) of the Plasmodium falciparum multidrug resistance 1 (pfmdr1), P. falciparum plasmepsin2 (pfplasmepsin2) and P. falciparum GTP cyclohydrolase 1 (pfgch1) genes are associated with anti-malarial drug resistance in P. falciparum malaria. Droplet digital PCR (ddPCR) assays have been developed for accurate assessment of CNVs in several human genes. The aim of the present study was to develop and validate ddPCR assays for detection of the CNVs of P. falciparum genes associated with resistance to anti-malarial drugs. Methods A multiplex ddPCR assay was developed to detect the CNVs in the pfmdr1 and pfplasmepsin2 genes, while a duplex ddPCR assay was developed to detect CNV in the pfgch1 gene. The gene copy number (GCN) quantification limit, as well as the accuracy and precision of the ddPCR assays were determined and compared to conventional quantitative PCR (qPCR). In order to reduce the cost of testing, a multiplex ddPCR assay of two target genes, pfmdr1 and pfplasmepsin2, was validated. In addition, the CNVs of genes of field samples collected from Thailand from 2015 to 2019 (n = 84) were assessed by ddPCR and results were compared to qPCR as the reference assay. Results There were no significant differences between the GCN results obtained from uniplex and multiplex ddPCR assays for detection of CNVs in the pfmdr1 and pfplasmepsin2 genes (p = 0.363 and 0.330, respectively). Based on the obtained gene copy number quantification limit, the accuracy and percent relative standard deviation (%RSD) value of the multiplex ddPCR assay were 95% and 5%, respectively, for detection of the CNV of the pfmdr1 gene, and 91% and 5% for detection of the CNV of the pfplasmepsin2 gene. There was no significant difference in gene copy numbers assessed by uniplex or duplex ddPCR assays regarding CNV in the pfgch1 gene (p = 0.276). The accuracy and %RSD value of the duplex ddPCR assay were 95% and 4%, respectively, regarding pfgch1 GCN. In the P. falciparum field samples, pfmdr1 and pfplasmepsin2 GCNs were amplified in 15% and 27% of samples from Ubon Ratchathani, Thailand, while pfgch1 GCN was amplified in 50% of samples from Yala, Thailand. There was 100% agreement between the GCN results obtained from the ddPCR and qPCR assays (κ = 1.00). The results suggested that multiplex ddPCR assay is the optional assay for the accurate detection of gene copy number without requiring calibration standards, while the cost and required time are reduced. Based on the results of this study, criteria for GCN detection by ddPCR analysis were generated. Conclusions The developed ddPCR assays are simple, accurate, precise and cost-effective tools for detection of the CNVs in the pfmdr1, pfplasmepsin2 and pfgch1 genes of P. falciparum. The ddPCR assay is a useful additional tool for the surveillance of anti-malarial drug resistance.https://doi.org/10.1186/s12936-021-03659-5ddPCRPlasmodium falciparumpfmdr1pfplasmepsin2pfgch1
collection DOAJ
language English
format Article
sources DOAJ
author Suttipat Srisutham
Kanokon Suwannasin
Rungniran Sugaram
Arjen M. Dondorp
Mallika Imwong
spellingShingle Suttipat Srisutham
Kanokon Suwannasin
Rungniran Sugaram
Arjen M. Dondorp
Mallika Imwong
Measurement of gene amplifications related to drug resistance in Plasmodium falciparum using droplet digital PCR
Malaria Journal
ddPCR
Plasmodium falciparum
pfmdr1
pfplasmepsin2
pfgch1
author_facet Suttipat Srisutham
Kanokon Suwannasin
Rungniran Sugaram
Arjen M. Dondorp
Mallika Imwong
author_sort Suttipat Srisutham
title Measurement of gene amplifications related to drug resistance in Plasmodium falciparum using droplet digital PCR
title_short Measurement of gene amplifications related to drug resistance in Plasmodium falciparum using droplet digital PCR
title_full Measurement of gene amplifications related to drug resistance in Plasmodium falciparum using droplet digital PCR
title_fullStr Measurement of gene amplifications related to drug resistance in Plasmodium falciparum using droplet digital PCR
title_full_unstemmed Measurement of gene amplifications related to drug resistance in Plasmodium falciparum using droplet digital PCR
title_sort measurement of gene amplifications related to drug resistance in plasmodium falciparum using droplet digital pcr
publisher BMC
series Malaria Journal
issn 1475-2875
publishDate 2021-02-01
description Abstract Background Copy number variations (CNVs) of the Plasmodium falciparum multidrug resistance 1 (pfmdr1), P. falciparum plasmepsin2 (pfplasmepsin2) and P. falciparum GTP cyclohydrolase 1 (pfgch1) genes are associated with anti-malarial drug resistance in P. falciparum malaria. Droplet digital PCR (ddPCR) assays have been developed for accurate assessment of CNVs in several human genes. The aim of the present study was to develop and validate ddPCR assays for detection of the CNVs of P. falciparum genes associated with resistance to anti-malarial drugs. Methods A multiplex ddPCR assay was developed to detect the CNVs in the pfmdr1 and pfplasmepsin2 genes, while a duplex ddPCR assay was developed to detect CNV in the pfgch1 gene. The gene copy number (GCN) quantification limit, as well as the accuracy and precision of the ddPCR assays were determined and compared to conventional quantitative PCR (qPCR). In order to reduce the cost of testing, a multiplex ddPCR assay of two target genes, pfmdr1 and pfplasmepsin2, was validated. In addition, the CNVs of genes of field samples collected from Thailand from 2015 to 2019 (n = 84) were assessed by ddPCR and results were compared to qPCR as the reference assay. Results There were no significant differences between the GCN results obtained from uniplex and multiplex ddPCR assays for detection of CNVs in the pfmdr1 and pfplasmepsin2 genes (p = 0.363 and 0.330, respectively). Based on the obtained gene copy number quantification limit, the accuracy and percent relative standard deviation (%RSD) value of the multiplex ddPCR assay were 95% and 5%, respectively, for detection of the CNV of the pfmdr1 gene, and 91% and 5% for detection of the CNV of the pfplasmepsin2 gene. There was no significant difference in gene copy numbers assessed by uniplex or duplex ddPCR assays regarding CNV in the pfgch1 gene (p = 0.276). The accuracy and %RSD value of the duplex ddPCR assay were 95% and 4%, respectively, regarding pfgch1 GCN. In the P. falciparum field samples, pfmdr1 and pfplasmepsin2 GCNs were amplified in 15% and 27% of samples from Ubon Ratchathani, Thailand, while pfgch1 GCN was amplified in 50% of samples from Yala, Thailand. There was 100% agreement between the GCN results obtained from the ddPCR and qPCR assays (κ = 1.00). The results suggested that multiplex ddPCR assay is the optional assay for the accurate detection of gene copy number without requiring calibration standards, while the cost and required time are reduced. Based on the results of this study, criteria for GCN detection by ddPCR analysis were generated. Conclusions The developed ddPCR assays are simple, accurate, precise and cost-effective tools for detection of the CNVs in the pfmdr1, pfplasmepsin2 and pfgch1 genes of P. falciparum. The ddPCR assay is a useful additional tool for the surveillance of anti-malarial drug resistance.
topic ddPCR
Plasmodium falciparum
pfmdr1
pfplasmepsin2
pfgch1
url https://doi.org/10.1186/s12936-021-03659-5
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